Deep Retinex Decomposition for Low-Light Enhancement

14 August 2018

Papers citing "Deep Retinex Decomposition for Low-Light Enhancement"

50 / 480 papers shown

Title
HipyrNet: Hypernet-Guided Feature Pyramid network for mixed-exposure correction Shaurya Singh Rathore Aravind Shenoy Krish Didwania Aditya Kasliwal Ujjwal Verma 42 1 0 10 Jan 2025
Recognition-Oriented Low-Light Image Enhancement based on Global and Pixelwise Optimization Seitaro Ono Yuka Ogino Takahiro Toizumi Atsushi Ito Masato Tsukada 29 0 0 08 Jan 2025
Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement Huake Wang Xingsong Hou Xiaoyang Yan Kaibing Zhang Xiangyong Cao Xueming Qian 86 0 0 03 Jan 2025
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement Xianmin Chen Peiliang Huang Xiaoxu Feng Dingwen Zhang Longfei Han J. Han Mamba 65 1 0 03 Jan 2025
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang W. J. Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 32 0 0 28 Dec 2024
Rethinking Model Redundancy for Low-light Image Enhancement Tong Li Lizhi Wang Hansen Feng Lin Zhu Wanxuan Lu Hua Huang 72 0 0 21 Dec 2024
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 91 0 0 18 Dec 2024
Leveraging Content and Context Cues for Low-Light Image Enhancement Igor Morawski Kai He Shusil Dangi Winston H. Hsu 81 0 0 10 Dec 2024
Learning Adaptive Lighting via Channel-Aware Guidance Qirui Yang Peng-Tao Jiang H. Zhang Jinwei Chen Bo Li Huanjing Yue Jingyu Yang 71 0 0 02 Dec 2024
Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond MD Raqib Khan Anshul Negi Ashutosh Kulkarni Shruti S. Phutke Santosh Kumar Vipparthi Subrahmanyam Murala 70 0 0 02 Dec 2024
FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration Hao Li Xiang Chen Jiangxin Dong Jinhui Tang Jinshan Pan 57 2 0 02 Dec 2024
Complexity Experts are Task-Discriminative Learners for Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Yuedong Tan Danda Pani Paudel Yulun Zhang Radu Timofte MoE 82 1 0 27 Nov 2024
Adaptive Blind All-in-One Image Restoration David Serrano-Lozano Luis Herranz Shaolin Su Javier Vázquez-Corral VLM 87 0 0 27 Nov 2024
GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration Sudarshan Rajagopalan Nithin Gopalakrishnan Nair Jay N. Paranjape Vishal M. Patel DiffM 83 0 0 26 Nov 2024
Luminance Component Analysis for Exposure Correction Jingchao Peng Thomas Bashford-Rogers Jingkun Chen Haitao Zhao Zhengwei Hu Kurt Debattista 59 0 0 25 Nov 2024
MambaTrack: Exploiting Dual-Enhancement for Night UAV Tracking Chunhui Zhang Li Liu Hao-Kai Wen Xi Zhou Y. Wang Mamba 90 2 0 24 Nov 2024
WARLearn: Weather-Adaptive Representation Learning Shubham Agarwal Raz Birman Ofer Hadar 79 0 0 21 Nov 2024
Joint multi-dimensional dynamic attention and transformer for general image restoration Huan Zhang Xu Zhang Nian Cai Jianglei Di Yun Zhang ViT 27 1 0 12 Nov 2024
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model Yuanbo Wen Tao Gao Ziqi Li Jing Zhang Kaihao Zhang Ting Chen VLM DiffM 19 0 0 12 Nov 2024
LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes Zefan Qu Ke Xu Gerhard Hancke Rynson W. H. Lau 35 1 0 11 Nov 2024
Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration Xiaole Tang Xiang Gu Xiaoyi He Xin Hu Jian-jun Sun 27 0 0 03 Nov 2024
Wavelet-based Mamba with Fourier Adjustment for Low-light Image Enhancement Junhao Tan Songwen Pei Wei Qin Bo Fu Ximing Li Libo Huang Mamba 31 3 0 27 Oct 2024
HUE Dataset: High-Resolution Event and Frame Sequences for Low-Light Vision Burak Ercan O. Eker Aykut Erdem Erkut Erdem 3DV 19 0 0 24 Oct 2024
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 29 6 0 23 Oct 2024
Time-Resolved MNIST Dataset for Single-Photon Recognition Aleksi Suonsivu Lauri Salmela Edoardo Peretti Leevi Uosukainen Radu Ciprian Bilcu Giacomo Boracchi 16 0 0 22 Oct 2024
LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration Yuang Ai Huaibo Huang Ran He 28 1 0 20 Oct 2024
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends Junjun Jiang Zengyuan Zuo Gang Wu Kui Jiang Xianming Liu 34 10 0 19 Oct 2024
Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model Yang Liu Yaofang Liu J. Pan Yuxiang Hui Fan Jia Raymond H. Chan T. Zeng 39 0 0 16 Oct 2024
Efficient Diffusion as Low Light Enhancer Guanzhou Lan Qianli Ma Yuqi Yang Zhigang Wang Dong Wang Yuan Yuan Bin Zhao 24 0 0 16 Oct 2024
LoLI-Street: Benchmarking Low-Light Image Enhancement and Beyond Md Tanvir Islam Inzamamul Alam Simon Woo Saeed Anwar IK Hyun Lee Khan Muhammad ViT 30 0 0 13 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu Huanqiang Zeng Junhui Hou 30 0 0 07 Oct 2024
UIR-LoRA: Achieving Universal Image Restoration through Multiple Low-Rank Adaptation Cheng Zhang Dong Gong Jiumei He Yu Zhu Jinqiu Sun Yanning Zhang AI4CE 23 0 0 30 Sep 2024
Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration Chu-Jie Qin Rui-Qi Wu Zikun Liu Xin Lin Chun-Le Guo Hyun Hee Park Chongyi Li 20 6 0 28 Sep 2024
Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors Yunlong Lin Zhenqi Fu Kairun Wen Tian-Chun Ye Sixiang Chen Ge Meng Yingying Wang Yue Huang Xiaotong Tu Xinghao Ding DiffM 14 4 0 27 Sep 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 52 1 0 27 Sep 2024
Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image Enhancement Guanlin Li Ke Zhang Ting Wang Ming Li Bin Zhao Xuelong Li 14 0 0 25 Sep 2024
Low-Light Enhancement Effect on Classification and Detection: An Empirical Study Xu Wu Zhihui Lai Zhou Jie Can Gao Xianxu Hou Ya-Nan Zhang Linlin Shen 11 0 0 22 Sep 2024
DAP-LED: Learning Degradation-Aware Priors with CLIP for Joint Low-light Enhancement and Deblurring Ling Wang Chen Wu Lin Wang 32 0 0 20 Sep 2024
OmniGen: Unified Image Generation Shitao Xiao Yueze Wang Junjie Zhou Huaying Yuan Xingrun Xing Ruiran Yan Shuting Wang Tiejun Huang Zheng Liu DiffM VLM SyDa 44 61 0 17 Sep 2024
Modeling Image Tone Dichotomy with the Power Function Axel Martinez Gustavo Olague Emilio Hernandez 20 0 0 10 Sep 2024
Context is the Key: Backdoor Attacks for In-Context Learning with Vision Transformers Gorka Abad S. Picek Lorenzo Cavallaro A. Urbieta SILM 30 0 0 06 Sep 2024
RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement Hao Luo Baoliang Chen Lingyu Zhu Peilin Chen Shiqi Wang 3DV 51 0 0 06 Sep 2024
Real-Time Multi-Scene Visibility Enhancement for Promoting Navigational Safety of Vessels Under Complex Weather Conditions R. W. Liu Yuxu Lu Yuan Gao Yu Guo Wenqi Ren F. Zhu Fei-Yue Wang 35 1 0 02 Sep 2024
EvLight++: Low-Light Video Enhancement with an Event Camera: A Large-Scale Real-World Dataset, Novel Method, and More Kanghao Chen Guoqiang Liang Hangyu Li Yunfan Lu Lin Wang 3DV VGen 26 2 0 29 Aug 2024
LMT-GP: Combined Latent Mean-Teacher and Gaussian Process for Semi-supervised Low-light Image Enhancement Ye Yu Fengxin Chen Jun Yu Zhen Kan 26 4 0 29 Aug 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Q. Zhang Huan Zhang Lefei Zhang VLM 82 5 0 28 Aug 2024
Towards Real-world Event-guided Low-light Video Enhancement and Deblurring Taewoo Kim Jaeseok Jeong Hoonhee Cho Yuhwan Jeong Kuk-Jin Yoon 14 5 0 27 Aug 2024
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing Yiwei Ma Jiayi Ji Ke Ye Weihuang Lin Zhibin Wang Yonghan Zheng Qiang-feng Zhou Xiaoshuai Sun Rongrong Ji 35 5 0 26 Aug 2024
Taming Generative Diffusion for Universal Blind Image Restoration Siwei Tu Weidong Yang Ben Fei DiffM 27 1 0 21 Aug 2024
SDI-Net: Toward Sufficient Dual-View Interaction for Low-light Stereo Image Enhancement Linlin Hu Ao Sun Shijie Hao Richang Hong M. Wang 30 0 0 20 Aug 2024